@inproceedings{ICDE2009,
 author = {Ganapathi, Archana and Kuno, Harumi and Dayal, Umeshwar and Wiener, Janet L. and Fox, Armando and Jordan, Michael and Patterson, David},
 title = {Predicting Multiple Metrics for Queries: Better Decisions Enabled by Machine Learning},
 booktitle = {ICDE 2009},
} 

@inproceedings{TPCDS,
 author = {Nambiar, Raghunath Othayoth and Poess, Meikel},
 title = {{The making of TPC-DS}},
 booktitle = {VLDB 2006},
} 

@article{KCCA,
 author = {Bach, Francis R. and Jordan, Michael I.},
 title = {Kernel independent component analysis},
 journal = {J. Mach. Learn. Res.},
 volume = {3},
 month = {March},
 year = {2003},
 pages = {1--48},
} 

@inproceedings{MASCOTS2011,
 author = {Chen, Yanpei and Ganapathi, Archana and Griffith, Rean and Katz, Randy},
 title = {{The Case for Evaluating MapReduce Performance Using Workload Suites}},
 booktitle = {MASCOTS 2011},
} 

@article{MapReduce,
 author = {Dean, Jeffrey and Ghemawat, Sanjay},
 title = {{MapReduce: simplified data processing on large clusters}},
 journal = {Commun. ACM},
 volume = {51},
 issue = {1},
 month = {January},
 year = {2008},
 pages = {107--113},
} 

@inproceedings{fairScheduler,
 author = {Zaharia, Matei and Borthakur, Dhruba and Sen Sarma, Joydeep and Elmeleegy, Khaled and Shenker, Scott and Stoica, Ion},
 title = {Delay scheduling: a simple technique for achieving locality and fairness in cluster scheduling},
 booktitle = {EuroSys 2010},
} 

@inproceedings{simulateInternet,
 author = {Paxson, Vern and Floyd, Sally},
 title = {Why we don't know how to simulate the Internet},
 booktitle = {WSC 1997},
} 

@INPROCEEDINGS{SMDB2010,
author={Ganapathi, A. and Yanpei Chen and Fox, A. and Katz, R. and Patterson, D.},
booktitle={ICDE Workshops 2010}, 
title={Statistics-driven workload modeling for the Cloud},
}

@INPROCEEDINGS{SOSP2011,
author={Yanpei Chen and Kiran Srinivasan and Garth Goodson and Randy Katz},
booktitle={SOSP 2011}, 
title={Design Implications for Enterprise Storage Systems via Multi-Dimensional Trace Analysis},
}

@BOOK{introToMachineLearning,
	AUTHOR = "Ethem Alpaydin",
	TITLE = "Introduction to Machine Learning",
	PUBLISHER = "MIT Press",
	ADDRESS = "Cambridge, Massachusetts",
	YEAR = "2004"	
	}
	
@INPROCEEDINGS{Goldszmidt05capturing,
    author = {Moises Goldszmidt and Armando Fox and Ira Cohen and Ira Cohen and Julie Symons and Julie Symons and Steve Zhang and Steve Zhang and Terence Kelly and Terence Kelly},
    title = {Capturing, indexing, clustering, and retrieving system history},
    booktitle = {SOSP 2005},
}

@inproceedings{datacenterFingerprint,
 author = {Bodik, Peter and Goldszmidt, Moises and Fox, Armando and Woodard, Dawn B. and Andersen, Hans},
 title = {Fingerprinting the datacenter: automated classification of performance crises},
 booktitle = {EuroSys 2010},
} 

@inproceedings{storageCART,
 author = {Wang, Mengzhi and Au, Kinman and Ailamaki, Anastassia and Brockwell, Anthony and Faloutsos, Christos and Ganger, Gregory R.},
 title = {Storage Device Performance Prediction with CART Models},
 booktitle = {MASCOTS 2004},
} 

@Misc{EC2,
  OPTkey =      {},
  author =      "{Amazon Web Services}",
  title =      "{Amazon Elastic Computing Cloud}",
  howpublished = {\url{http://aws.amazon.com/ec2/}},
  OPTyear =      {},
  OPTnote =      {},
  OPTannote =      {}
}

@Misc{Hadoop,
  OPTkey =      {},
  author =      "{Apache}",
  title =      "{Apache Hadoop}",
  howpublished = {\url{http://hadoop.apache.org/}},
  OPTyear =      {},
  OPTnote =      {},
  OPTannote =      {}
}


@inproceedings{FacebookSIGMOD2011,
 author = {Borthakur, Dhruba and Gray, Jonathan and Sarma, Joydeep Sen and Muthukkaruppan, Kannan and Spiegelberg, Nicolas and Kuang, Hairong and Ranganathan, Karthik and Molkov, Dmytro and Menon, Aravind and Rash, Samuel and Schmidt, Rodrigo and Aiyer, Amitanand},
 key = {Borthakur},
 title = {{Apache Hadoop goes realtime at Facebook}},
 booktitle = {SIGMOD 2011},
} 

@Misc{EMCDigitalUniverse,
  OPTkey =      {},
  author =      {{EMC and IDC iView}},
  title =      {{Digital Universe}},
  howpublished = {\url{http://www.emc.com/leadership/programs/digital-universe.htm}},
  OPTyear =      {2011},
  OPTnote =      {},
  OPTannote =      {}
}


@inproceedings{dremel,
 author = {Melnik, Sergey and Gubarev, Andrey and Long, Jing Jing and Romer, Geoffrey and Shivakumar, Shiva and Tolton, Matt and Vassilakis, Theo},
 title = {Dremel: interactive analysis of web-scale datasets},
 booktitle = {VLDB 2010}, 
} 

@inproceedings{quincy,
 author = {Isard, Michael and Prabhakaran, Vijayan and Currey, Jon and Wieder, Udi and Talwar, Kunal and Goldberg, Andrew},
 title = {Quincy: fair scheduling for distributed computing clusters},
 booktitle = {SOSP 2009},
} 

@Misc{HadoopWorld2011Speakers,
  OPTkey =      {},
  author =      {},
  title =      {{Hadoop World 2011 Speakers}},
  howpublished = {\url{http://www.hadoopworld.com/speakers/}},
  OPTyear =      {2011},
  OPTnote =      {},
  OPTannote =      {}
}

